Set up Code book options
knitr::opts_chunk$set(
warning = TRUE, # show warnings during codebook generation
message = TRUE, # show messages during codebook generation
error = TRUE, # do not interrupt codebook generation in case of errors,
# usually better for debugging
echo = TRUE # show R code
)
ggplot2::theme_set(ggplot2::theme_bw())
Code book preparation
library(codebook)
codebook_data <- rio::import("codebook_source/accellerometer_grouped.rds")
# omit the following lines, if your missing values are already properly labelled
codebook_data <- detect_missing(codebook_data,
only_labelled = TRUE, # only labelled values are autodetected as
# missing
negative_values_are_missing = FALSE, # negative values are missing values
ninety_nine_problems = TRUE, # 99/999 are missing values, if they
# are more than 5 MAD from the median
)
codebook_data <- detect_scales(codebook_data)
Create codebook
codebook(codebook_data)
## No missing values.
Dataset name: Grouped Accelerometer Standard Deviation and Mean Data by Student and Activity
This data set contains the standard deviation and mean of the original data. See the README.txt found in the original data, “sample_data/getdata_projectfiles_UCI_HAR_Dataset/UCI HAR Dataset/README.txt”, for more information.
Metadata for search engines
Spatial Coverage: Online
Citation: Davide Anguita, Alessandro Ghio, Luca Oneto, Xavier Parra and Jorge L. Reyes-Ortiz. Human Activity Recognition on Smartphones using a Multiclass Hardware-Friendly Support Vector Machine. International Workshop of Ambient Assisted Living (IWAAL 2012). Vitoria-Gasteiz, Spain. Dec 2012
URL: https://github.com/rodelor97/GettingCleaningDataWeek4Project
Date published: 2021-01-23
Creator:
| name | value |
|---|---|
| 1 | Robert de Lorimier |
|
#Variables
Grouped activity
Distribution of values for grouped_activity
0 missing values.
| name | label | data_type | n_missing | complete_rate | n_unique | empty | min | max | whitespace |
|---|---|---|---|---|---|---|---|---|---|
| grouped_activity | Grouped activity | character | 0 | 1 | 6 | 0 | 6 | 18 | 0 |
Grouped subject
Distribution of values for grouped_subject
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_subject | Grouped subject | numeric | 0 | 1 | 1 | 16 | 30 | 15.375 | 8.347232 | ▇▇▇▇▆ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration mean X axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_mean_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_mean_x | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration mean X axis, | numeric | 0 | 1 | 0.27 | 0.28 | 0.28 | 0.2743787 | 0.0039049 | ▂▅▃▇▇ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration mean Y axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_mean_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_mean_y | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration mean Y axis, | numeric | 0 | 1 | -0.021 | -0.018 | -0.013 | -0.0174593 | 0.0017419 | ▂▇▇▃▂ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration mean Z axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_mean_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_mean_z | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration mean Z axis, | numeric | 0 | 1 | -0.12 | -0.11 | -0.1 | -0.1087596 | 0.0037075 | ▁▂▇▃▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration standard deviation X axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_std_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_std_x | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration standard deviation X axis, | numeric | 0 | 1 | -0.99 | -0.62 | -0.13 | -0.6281165 | 0.1688722 | ▂▃▇▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration standard deviation Y axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_std_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_std_y | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration standard deviation Y axis, | numeric | 0 | 1 | -0.97 | -0.53 | 0.12 | -0.5310773 | 0.2118708 | ▂▆▇▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration standard deviation Z axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_std_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_std_z | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration standard deviation Z axis, | numeric | 0 | 1 | -0.98 | -0.65 | -0.083 | -0.6451814 | 0.1710591 | ▂▇▆▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration mean X axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_gravity_accel_mean_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_gravity_accel_mean_x | The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration mean X axis, | numeric | 0 | 1 | 0.48 | 0.67 | 0.96 | 0.6789863 | 0.0849809 | ▁▆▇▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration mean Y axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_gravity_accel_mean_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_gravity_accel_mean_y | The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration mean Y axis, | numeric | 0 | 1 | -0.18 | 0.019 | 0.28 | 0.0043717 | 0.1029381 | ▃▆▇▃▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration mean Z axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_gravity_accel_mean_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_gravity_accel_mean_z | The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration mean Z axis, | numeric | 0 | 1 | -0.28 | 0.092 | 0.24 | 0.0862523 | 0.1130867 | ▁▁▂▇▅ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration standard deviation X axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_gravity_accel_std_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_gravity_accel_std_x | The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration standard deviation X axis, | numeric | 0 | 1 | -1 | -0.97 | -0.93 | -0.9659325 | 0.011541 | ▂▅▇▃▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration standard deviation Y axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_gravity_accel_std_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_gravity_accel_std_y | The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration standard deviation Y axis, | numeric | 0 | 1 | -0.98 | -0.96 | -0.9 | -0.955658 | 0.0134074 | ▂▇▂▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration standard deviation Z axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_gravity_accel_std_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_gravity_accel_std_z | The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration standard deviation Z axis, | numeric | 0 | 1 | -0.97 | -0.94 | -0.88 | -0.9420149 | 0.0182392 | ▅▇▅▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk mean X axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_jerk_mean_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_jerk_mean_x | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk mean X axis, | numeric | 0 | 1 | 0.057 | 0.078 | 0.087 | 0.0781339 | 0.0054208 | ▁▁▂▇▅ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk mean Y axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_jerk_mean_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_jerk_mean_y | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk mean Y axis, | numeric | 0 | 1 | -0.0031 | 0.0072 | 0.02 | 0.0074545 | 0.0054544 | ▃▇▇▃▂ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk mean Z axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_jerk_mean_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_jerk_mean_z | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk mean Z axis, | numeric | 0 | 1 | -0.02 | -0.004 | 0.016 | -0.0044584 | 0.0059262 | ▁▅▇▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk standard deviation X axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_jerk_std_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_jerk_std_x | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk standard deviation X axis, | numeric | 0 | 1 | -0.99 | -0.64 | -0.17 | -0.6554746 | 0.1642441 | ▂▃▇▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk standard deviation Y axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_jerk_std_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_jerk_std_y | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk standard deviation Y axis, | numeric | 0 | 1 | -0.99 | -0.62 | 0.0041 | -0.6208116 | 0.1873311 | ▂▇▅▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk standard deviation Z axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_jerk_std_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_jerk_std_z | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk standard deviation Z axis, | numeric | 0 | 1 | -0.99 | -0.78 | -0.39 | -0.778499 | 0.119344 | ▂▇▅▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal mean X axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_mean_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_mean_x | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal mean X axis, | numeric | 0 | 1 | -0.07 | -0.028 | 0.0078 | -0.0314277 | 0.0206417 | ▅▁▇▆▂ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal mean Y axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_mean_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_mean_y | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal mean Y axis, | numeric | 0 | 1 | -0.1 | -0.077 | -0.042 | -0.0750308 | 0.0132502 | ▂▇▇▂▂ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal mean Z axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_mean_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_mean_z | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal mean Z axis, | numeric | 0 | 1 | 0.048 | 0.088 | 0.12 | 0.0884412 | 0.012062 | ▁▂▇▇▂ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal standard deviation X axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_std_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_std_x | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal standard deviation X axis, | numeric | 0 | 1 | -0.99 | -0.72 | -0.35 | -0.7344581 | 0.1182454 | ▂▆▇▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal standard deviation Y axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_std_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_std_y | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal standard deviation Y axis, | numeric | 0 | 1 | -0.99 | -0.73 | -0.22 | -0.702843 | 0.1716727 | ▂▇▃▂▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal standard deviation Z axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_std_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_std_z | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal standard deviation Z axis, | numeric | 0 | 1 | -0.99 | -0.69 | -0.17 | -0.6712968 | 0.1642847 | ▂▇▆▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk mean X axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_jerk_mean_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_jerk_mean_x | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk mean X axis, | numeric | 0 | 1 | -0.11 | -0.098 | -0.059 | -0.0963073 | 0.0112761 | ▅▇▃▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk mean Y axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_jerk_mean_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_jerk_mean_y | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk mean Y axis, | numeric | 0 | 1 | -0.05 | -0.041 | -0.037 | -0.0421732 | 0.0031305 | ▂▂▆▇▆ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk mean Z axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_jerk_mean_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_jerk_mean_z | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk mean Z axis, | numeric | 0 | 1 | -0.064 | -0.055 | -0.042 | -0.054676 | 0.0047822 | ▃▇▇▃▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk standard deviation X axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_jerk_std_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_jerk_std_x | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk standard deviation X axis, | numeric | 0 | 1 | -0.99 | -0.74 | -0.034 | -0.7382311 | 0.1546973 | ▂▇▁▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk standard deviation Y axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_jerk_std_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_jerk_std_y | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk standard deviation Y axis, | numeric | 0 | 1 | -0.99 | -0.81 | -0.3 | -0.7975287 | 0.1346078 | ▅▇▂▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk standard deviation Z axis,
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_jerk_std_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_jerk_std_z | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk standard deviation Z axis, | numeric | 0 | 1 | -0.99 | -0.76 | -0.051 | -0.7439463 | 0.1596695 | ▃▇▁▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration euclidean norm magnitude mean
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_magn_mean
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_magn_mean | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration euclidean norm magnitude mean | numeric | 0 | 1 | -0.98 | -0.54 | -0.055 | -0.573165 | 0.1848734 | ▂▂▇▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration euclidean norm magnitude standard deviation
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_magn_std
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_magn_std | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration euclidean norm magnitude standard deviation | numeric | 0 | 1 | -0.97 | -0.6 | -0.1 | -0.6124787 | 0.1677224 | ▂▃▇▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration euclidean norm magnitude mean
Distribution of values for grouped_studentactivity_mean_of_timeof_gravity_accel_magn_mean
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_gravity_accel_magn_mean | The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration euclidean norm magnitude mean | numeric | 0 | 1 | -0.98 | -0.54 | -0.055 | -0.573165 | 0.1848734 | ▂▂▇▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration euclidean norm magnitude standard deviation
Distribution of values for grouped_studentactivity_mean_of_timeof_gravity_accel_magn_std
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_gravity_accel_magn_std | The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration euclidean norm magnitude standard deviation | numeric | 0 | 1 | -0.97 | -0.6 | -0.1 | -0.6124787 | 0.1677224 | ▂▃▇▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk euclidean norm magnitude mean
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_jerk_magn_mean
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_jerk_magn_mean | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk euclidean norm magnitude mean | numeric | 0 | 1 | -0.99 | -0.66 | -0.15 | -0.6654239 | 0.1608982 | ▂▇▇▂▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk euclidean norm magnitude standard deviation
Distribution of values for grouped_studentactivity_mean_of_timeof_body_accel_jerk_magn_std
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_accel_jerk_magn_std | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk euclidean norm magnitude standard deviation | numeric | 0 | 1 | -0.99 | -0.63 | -0.088 | -0.6435118 | 0.1723774 | ▂▆▇▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal euclidean norm magnitude mean
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_magn_mean
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_magn_mean | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal euclidean norm magnitude mean | numeric | 0 | 1 | -0.98 | -0.62 | -0.18 | -0.6271788 | 0.1698951 | ▂▃▇▂▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal euclidean norm magnitude standard deviation
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_magn_std
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_magn_std | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal euclidean norm magnitude standard deviation | numeric | 0 | 1 | -0.98 | -0.68 | -0.2 | -0.6787973 | 0.1555972 | ▂▇▇▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk euclidean norm magnitude mean
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_jerk_magn_mean
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_jerk_magn_mean | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk euclidean norm magnitude mean | numeric | 0 | 1 | -0.99 | -0.78 | -0.2 | -0.7715529 | 0.1370686 | ▃▇▂▁▁ |
The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk euclidean norm magnitude standard deviation
Distribution of values for grouped_studentactivity_mean_of_timeof_body_gyro_jerk_magn_std
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_timeof_body_gyro_jerk_magn_std | The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk euclidean norm magnitude standard deviation | numeric | 0 | 1 | -0.99 | -0.8 | -0.24 | -0.7867377 | 0.1346049 | ▃▇▂▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean X axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_mean_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_mean_x | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean X axis, | numeric | 0 | 1 | -0.99 | -0.62 | -0.13 | -0.6416537 | 0.1653773 | ▂▃▇▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean Y axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_mean_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_mean_y | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean Y axis, | numeric | 0 | 1 | -0.98 | -0.56 | 0.1 | -0.5558734 | 0.2049182 | ▂▇▆▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean Z axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_mean_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_mean_z | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean Z axis, | numeric | 0 | 1 | -0.98 | -0.69 | -0.27 | -0.6907446 | 0.1514694 | ▂▇▇▂▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration standard deviation X axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_std_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_std_x | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration standard deviation X axis, | numeric | 0 | 1 | -0.99 | -0.62 | -0.13 | -0.6241736 | 0.1703561 | ▂▃▇▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration standard deviation Y axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_std_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_std_y | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration standard deviation Y axis, | numeric | 0 | 1 | -0.97 | -0.54 | 0.059 | -0.5491777 | 0.2021521 | ▂▆▇▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration standard deviation Z axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_std_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_std_z | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration standard deviation Z axis, | numeric | 0 | 1 | -0.97 | -0.65 | -0.06 | -0.6506194 | 0.1688572 | ▂▇▅▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean freq X axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_mean_freq_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_mean_freq_x | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean freq X axis, | numeric | 0 | 1 | -0.35 | -0.22 | 0.008 | -0.204185 | 0.0829355 | ▂▇▃▁▂ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean freq Y axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_mean_freq_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_mean_freq_y | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean freq Y axis, | numeric | 0 | 1 | -0.16 | 0.037 | 0.14 | 0.0217101 | 0.0748057 | ▂▂▃▇▅ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean freq Z axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_mean_freq_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_mean_freq_z | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean freq Z axis, | numeric | 0 | 1 | -0.14 | 0.052 | 0.28 | 0.0556469 | 0.0842046 | ▂▆▇▃▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean X axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_x | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean X axis, | numeric | 0 | 1 | -0.99 | -0.66 | -0.21 | -0.671908 | 0.1565724 | ▂▃▇▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean Y axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_y | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean Y axis, | numeric | 0 | 1 | -0.99 | -0.64 | -0.087 | -0.6414498 | 0.1741278 | ▂▇▆▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean Z axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_z | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean Z axis, | numeric | 0 | 1 | -0.99 | -0.77 | -0.35 | -0.7604683 | 0.1273091 | ▂▇▆▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk standard deviation X axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_jerk_std_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_jerk_std_x | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk standard deviation X axis, | numeric | 0 | 1 | -0.99 | -0.65 | -0.21 | -0.6697384 | 0.1577809 | ▂▃▇▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk standard deviation Y axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_jerk_std_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_jerk_std_y | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk standard deviation Y axis, | numeric | 0 | 1 | -0.99 | -0.62 | 0.035 | -0.6245683 | 0.1894391 | ▂▇▅▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk standard deviation Z axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_jerk_std_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_jerk_std_z | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk standard deviation Z axis, | numeric | 0 | 1 | -0.99 | -0.8 | -0.42 | -0.795403 | 0.1115195 | ▂▇▅▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean freq X axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_freq_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_freq_x | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean freq X axis, | numeric | 0 | 1 | -0.27 | -0.041 | 0.26 | -0.0300619 | 0.1111773 | ▁▅▇▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean freq Y axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_freq_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_freq_y | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean freq Y axis, | numeric | 0 | 1 | -0.4 | -0.2 | 0.088 | -0.2012586 | 0.0941605 | ▂▆▇▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean freq Z axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_freq_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_freq_z | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean freq Z axis, | numeric | 0 | 1 | -0.3 | -0.11 | 0.14 | -0.1041605 | 0.0930597 | ▂▅▇▃▂ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean X axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_gyro_mean_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_gyro_mean_x | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean X axis, | numeric | 0 | 1 | -0.99 | -0.67 | -0.079 | -0.6839877 | 0.1554216 | ▂▇▂▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean Y axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_gyro_mean_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_gyro_mean_y | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean Y axis, | numeric | 0 | 1 | -0.99 | -0.75 | -0.25 | -0.7239129 | 0.1595433 | ▃▇▃▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean Z axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_gyro_mean_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_gyro_mean_z | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean Z axis, | numeric | 0 | 1 | -0.99 | -0.67 | -0.082 | -0.6579563 | 0.1756924 | ▂▇▅▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal standard deviation X axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_gyro_std_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_gyro_std_x | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal standard deviation X axis, | numeric | 0 | 1 | -0.99 | -0.74 | -0.45 | -0.7521477 | 0.1069314 | ▂▃▇▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal standard deviation Y axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_gyro_std_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_gyro_std_y | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal standard deviation Y axis, | numeric | 0 | 1 | -0.98 | -0.73 | -0.15 | -0.6953373 | 0.1786708 | ▂▇▂▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal standard deviation Z axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_gyro_std_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_gyro_std_z | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal standard deviation Z axis, | numeric | 0 | 1 | -0.99 | -0.72 | -0.23 | -0.7078588 | 0.1461816 | ▂▇▅▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean freq X axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_gyro_mean_freq_x
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_gyro_mean_freq_x | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean freq X axis, | numeric | 0 | 1 | -0.31 | -0.1 | 0.12 | -0.1009106 | 0.083553 | ▂▅▇▅▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean freq Y axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_gyro_mean_freq_y
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_gyro_mean_freq_y | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean freq Y axis, | numeric | 0 | 1 | -0.4 | -0.16 | 0.085 | -0.1727953 | 0.116673 | ▃▃▆▇▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean freq Z axis,
Distribution of values for grouped_studentactivity_mean_of_frequ_body_gyro_mean_freq_z
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_gyro_mean_freq_z | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean freq Z axis, | numeric | 0 | 1 | -0.27 | -0.044 | 0.27 | -0.0426206 | 0.0965585 | ▂▅▇▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration euclidean norm magnitude mean
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_magn_mean
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_magn_mean | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration euclidean norm magnitude mean | numeric | 0 | 1 | -0.98 | -0.59 | -0.056 | -0.6063487 | 0.1773079 | ▂▅▇▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration euclidean norm magnitude standard deviation
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_magn_std
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_magn_std | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration euclidean norm magnitude standard deviation | numeric | 0 | 1 | -0.97 | -0.67 | -0.27 | -0.6779137 | 0.136277 | ▂▂▇▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration euclidean norm magnitude mean freq
Distribution of values for grouped_studentactivity_mean_of_frequ_body_accel_magn_mean_freq
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_accel_magn_mean_freq | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration euclidean norm magnitude mean freq | numeric | 0 | 1 | -0.068 | 0.085 | 0.26 | 0.0842499 | 0.0765423 | ▃▃▇▅▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body acceleration jerk euclidean norm magnitude mean
Distribution of values for grouped_studentactivity_mean_of_frequ_body_body_accel_jerk_magn_mean
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_body_accel_jerk_magn_mean | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body acceleration jerk euclidean norm magnitude mean | numeric | 0 | 1 | -0.99 | -0.62 | -0.076 | -0.6368899 | 0.17595 | ▂▆▇▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body acceleration jerk euclidean norm magnitude standard deviation
Distribution of values for grouped_studentactivity_mean_of_frequ_body_body_accel_jerk_magn_std
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_body_accel_jerk_magn_std | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body acceleration jerk euclidean norm magnitude standard deviation | numeric | 0 | 1 | -0.99 | -0.64 | -0.11 | -0.6550883 | 0.1664638 | ▂▇▇▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body acceleration jerk euclidean norm magnitude mean freq
Distribution of values for grouped_studentactivity_mean_of_frequ_body_body_accel_jerk_magn_mean_freq
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_body_accel_jerk_magn_mean_freq | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body acceleration jerk euclidean norm magnitude mean freq | numeric | 0 | 1 | -0.024 | 0.18 | 0.4 | 0.1815253 | 0.0863648 | ▁▅▇▂▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal euclidean norm magnitude mean
Distribution of values for grouped_studentactivity_mean_of_frequ_body_body_gyro_magn_mean
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_body_gyro_magn_mean | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal euclidean norm magnitude mean | numeric | 0 | 1 | -0.99 | -0.73 | -0.16 | -0.7102797 | 0.1542651 | ▂▇▃▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal euclidean norm magnitude standard deviation
Distribution of values for grouped_studentactivity_mean_of_frequ_body_body_gyro_magn_std
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_body_gyro_magn_std | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal euclidean norm magnitude standard deviation | numeric | 0 | 1 | -0.98 | -0.71 | -0.38 | -0.715579 | 0.1305885 | ▂▅▇▂▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal euclidean norm magnitude mean freq
Distribution of values for grouped_studentactivity_mean_of_frequ_body_body_gyro_magn_mean_freq
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_body_gyro_magn_mean_freq | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal euclidean norm magnitude mean freq | numeric | 0 | 1 | -0.31 | -0.04 | 0.29 | -0.0454316 | 0.1071721 | ▁▆▇▂▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal jerk euclidean norm magnitude mean
Distribution of values for grouped_studentactivity_mean_of_frequ_body_body_gyro_jerk_magn_mean
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_body_gyro_jerk_magn_mean | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal jerk euclidean norm magnitude mean | numeric | 0 | 1 | -0.99 | -0.8 | -0.25 | -0.7885854 | 0.1326521 | ▃▇▂▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal jerk euclidean norm magnitude standard deviation
Distribution of values for grouped_studentactivity_mean_of_frequ_body_body_gyro_jerk_magn_std
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_body_gyro_jerk_magn_std | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal jerk euclidean norm magnitude standard deviation | numeric | 0 | 1 | -0.99 | -0.81 | -0.27 | -0.8001435 | 0.127688 | ▅▇▂▁▁ |
The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal jerk euclidean norm magnitude mean freq
Distribution of values for grouped_studentactivity_mean_of_frequ_body_body_gyro_jerk_magn_mean_freq
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_frequ_body_body_gyro_jerk_magn_mean_freq | The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal jerk euclidean norm magnitude mean freq | numeric | 0 | 1 | -0.008 | 0.13 | 0.33 | 0.1309218 | 0.0773794 | ▅▇▇▅▁ |
The mean of data grouped by student and activity for angle of time domains signal (50Hz const rate), body acceleration mean gravity
Distribution of values for grouped_studentactivity_mean_of_angle_timeof_body_accel_mean_gravity
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_angle_timeof_body_accel_mean_gravity | The mean of data grouped by student and activity for angle of time domains signal (50Hz const rate), body acceleration mean gravity | numeric | 0 | 1 | -0.042 | 0.0067 | 0.038 | 0.0072796 | 0.0142482 | ▁▁▇▇▂ |
The mean of data grouped by student and activity for angle of time domains signal (50Hz const rate), body acceleration jerk mean gravity mean
Distribution of values for grouped_studentactivity_mean_of_angle_timeof_body_accel_jerk_mean_gravity_mean
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_angle_timeof_body_accel_jerk_mean_gravity_mean | The mean of data grouped by student and activity for angle of time domains signal (50Hz const rate), body acceleration jerk mean gravity mean | numeric | 0 | 1 | -0.045 | 0.0056 | 0.047 | 0.0032382 | 0.0171724 | ▁▆▆▇▁ |
The mean of data grouped by student and activity for angle of time domains signal (50Hz const rate), body gyroscope 3-axial raw signal mean gravity mean
Distribution of values for grouped_studentactivity_mean_of_angle_timeof_body_gyro_mean_gravity_mean
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_angle_timeof_body_gyro_mean_gravity_mean | The mean of data grouped by student and activity for angle of time domains signal (50Hz const rate), body gyroscope 3-axial raw signal mean gravity mean | numeric | 0 | 1 | -0.066 | 0.013 | 0.12 | 0.021174 | 0.0484675 | ▂▇▆▃▃ |
The mean of data grouped by student and activity for angle of time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk mean gravity mean
Distribution of values for grouped_studentactivity_mean_of_angle_timeof_body_gyro_jerk_mean_gravity_mean
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_angle_timeof_body_gyro_jerk_mean_gravity_mean | The mean of data grouped by student and activity for angle of time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk mean gravity mean | numeric | 0 | 1 | -0.11 | -0.0073 | 0.071 | -0.0109014 | 0.0370032 | ▁▃▇▅▂ |
The mean of data grouped by student and activity for angle of X axis, gravity mean
Distribution of values for grouped_studentactivity_mean_of_angle_x_gravity_mean
0 missing values.
| name | label | data_type | n_missing | complete_rate | min | median | max | mean | sd | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| grouped_studentactivity_mean_of_angle_x_gravity_mean | The mean of data grouped by student and activity for angle of X axis, gravity mean | numeric | 0 | 1 | -0.83 | -0.51 | -0.3 | -0.5065084 | 0.0921115 | ▁▁▇▇▂ |
JSON-LD metadata
The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.
{
"name": "Grouped Accelerometer Standard Deviation and Mean Data by Student and Activity",
"description": "This data set contains the standard deviation and mean of the original data. See the README.txt found in the original data, \"sample_data/getdata_projectfiles_UCI_HAR_Dataset/UCI HAR Dataset/README.txt\", for more information.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
"creator": "Robert de Lorimier",
"citation": "Davide Anguita, Alessandro Ghio, Luca Oneto, Xavier Parra and Jorge L. Reyes-Ortiz. Human Activity Recognition on Smartphones using a Multiclass Hardware-Friendly Support Vector Machine. International Workshop of Ambient Assisted Living (IWAAL 2012). Vitoria-Gasteiz, Spain. Dec 2012",
"url": "https://github.com/rodelor97/GettingCleaningDataWeek4Project",
"datePublished": "2021-01-23",
"spatialCoverage": "Online",
"keywords": ["grouped_activity", "grouped_subject", "grouped_studentactivity_mean_of_timeof_body_accel_mean_x", "grouped_studentactivity_mean_of_timeof_body_accel_mean_y", "grouped_studentactivity_mean_of_timeof_body_accel_mean_z", "grouped_studentactivity_mean_of_timeof_body_accel_std_x", "grouped_studentactivity_mean_of_timeof_body_accel_std_y", "grouped_studentactivity_mean_of_timeof_body_accel_std_z", "grouped_studentactivity_mean_of_timeof_gravity_accel_mean_x", "grouped_studentactivity_mean_of_timeof_gravity_accel_mean_y", "grouped_studentactivity_mean_of_timeof_gravity_accel_mean_z", "grouped_studentactivity_mean_of_timeof_gravity_accel_std_x", "grouped_studentactivity_mean_of_timeof_gravity_accel_std_y", "grouped_studentactivity_mean_of_timeof_gravity_accel_std_z", "grouped_studentactivity_mean_of_timeof_body_accel_jerk_mean_x", "grouped_studentactivity_mean_of_timeof_body_accel_jerk_mean_y", "grouped_studentactivity_mean_of_timeof_body_accel_jerk_mean_z", "grouped_studentactivity_mean_of_timeof_body_accel_jerk_std_x", "grouped_studentactivity_mean_of_timeof_body_accel_jerk_std_y", "grouped_studentactivity_mean_of_timeof_body_accel_jerk_std_z", "grouped_studentactivity_mean_of_timeof_body_gyro_mean_x", "grouped_studentactivity_mean_of_timeof_body_gyro_mean_y", "grouped_studentactivity_mean_of_timeof_body_gyro_mean_z", "grouped_studentactivity_mean_of_timeof_body_gyro_std_x", "grouped_studentactivity_mean_of_timeof_body_gyro_std_y", "grouped_studentactivity_mean_of_timeof_body_gyro_std_z", "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_mean_x", "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_mean_y", "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_mean_z", "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_std_x", "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_std_y", "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_std_z", "grouped_studentactivity_mean_of_timeof_body_accel_magn_mean", "grouped_studentactivity_mean_of_timeof_body_accel_magn_std", "grouped_studentactivity_mean_of_timeof_gravity_accel_magn_mean", "grouped_studentactivity_mean_of_timeof_gravity_accel_magn_std", "grouped_studentactivity_mean_of_timeof_body_accel_jerk_magn_mean", "grouped_studentactivity_mean_of_timeof_body_accel_jerk_magn_std", "grouped_studentactivity_mean_of_timeof_body_gyro_magn_mean", "grouped_studentactivity_mean_of_timeof_body_gyro_magn_std", "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_magn_mean", "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_magn_std", "grouped_studentactivity_mean_of_frequ_body_accel_mean_x", "grouped_studentactivity_mean_of_frequ_body_accel_mean_y", "grouped_studentactivity_mean_of_frequ_body_accel_mean_z", "grouped_studentactivity_mean_of_frequ_body_accel_std_x", "grouped_studentactivity_mean_of_frequ_body_accel_std_y", "grouped_studentactivity_mean_of_frequ_body_accel_std_z", "grouped_studentactivity_mean_of_frequ_body_accel_mean_freq_x", "grouped_studentactivity_mean_of_frequ_body_accel_mean_freq_y", "grouped_studentactivity_mean_of_frequ_body_accel_mean_freq_z", "grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_x", "grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_y", "grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_z", "grouped_studentactivity_mean_of_frequ_body_accel_jerk_std_x", "grouped_studentactivity_mean_of_frequ_body_accel_jerk_std_y", "grouped_studentactivity_mean_of_frequ_body_accel_jerk_std_z", "grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_freq_x", "grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_freq_y", "grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_freq_z", "grouped_studentactivity_mean_of_frequ_body_gyro_mean_x", "grouped_studentactivity_mean_of_frequ_body_gyro_mean_y", "grouped_studentactivity_mean_of_frequ_body_gyro_mean_z", "grouped_studentactivity_mean_of_frequ_body_gyro_std_x", "grouped_studentactivity_mean_of_frequ_body_gyro_std_y", "grouped_studentactivity_mean_of_frequ_body_gyro_std_z", "grouped_studentactivity_mean_of_frequ_body_gyro_mean_freq_x", "grouped_studentactivity_mean_of_frequ_body_gyro_mean_freq_y", "grouped_studentactivity_mean_of_frequ_body_gyro_mean_freq_z", "grouped_studentactivity_mean_of_frequ_body_accel_magn_mean", "grouped_studentactivity_mean_of_frequ_body_accel_magn_std", "grouped_studentactivity_mean_of_frequ_body_accel_magn_mean_freq", "grouped_studentactivity_mean_of_frequ_body_body_accel_jerk_magn_mean", "grouped_studentactivity_mean_of_frequ_body_body_accel_jerk_magn_std", "grouped_studentactivity_mean_of_frequ_body_body_accel_jerk_magn_mean_freq", "grouped_studentactivity_mean_of_frequ_body_body_gyro_magn_mean", "grouped_studentactivity_mean_of_frequ_body_body_gyro_magn_std", "grouped_studentactivity_mean_of_frequ_body_body_gyro_magn_mean_freq", "grouped_studentactivity_mean_of_frequ_body_body_gyro_jerk_magn_mean", "grouped_studentactivity_mean_of_frequ_body_body_gyro_jerk_magn_std", "grouped_studentactivity_mean_of_frequ_body_body_gyro_jerk_magn_mean_freq", "grouped_studentactivity_mean_of_angle_timeof_body_accel_mean_gravity", "grouped_studentactivity_mean_of_angle_timeof_body_accel_jerk_mean_gravity_mean", "grouped_studentactivity_mean_of_angle_timeof_body_gyro_mean_gravity_mean", "grouped_studentactivity_mean_of_angle_timeof_body_gyro_jerk_mean_gravity_mean", "grouped_studentactivity_mean_of_angle_x_gravity_mean"],
"@context": "http://schema.org/",
"@type": "Dataset",
"variableMeasured": [
{
"name": "grouped_activity",
"description": "Grouped activity",
"@type": "propertyValue"
},
{
"name": "grouped_subject",
"description": "Grouped subject",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_mean_x",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration mean X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_mean_y",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration mean Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_mean_z",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration mean Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_std_x",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration standard deviation X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_std_y",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration standard deviation Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_std_z",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration standard deviation Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_gravity_accel_mean_x",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration mean X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_gravity_accel_mean_y",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration mean Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_gravity_accel_mean_z",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration mean Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_gravity_accel_std_x",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration standard deviation X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_gravity_accel_std_y",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration standard deviation Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_gravity_accel_std_z",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration standard deviation Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_jerk_mean_x",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk mean X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_jerk_mean_y",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk mean Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_jerk_mean_z",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk mean Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_jerk_std_x",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk standard deviation X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_jerk_std_y",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk standard deviation Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_jerk_std_z",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk standard deviation Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_mean_x",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal mean X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_mean_y",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal mean Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_mean_z",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal mean Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_std_x",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal standard deviation X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_std_y",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal standard deviation Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_std_z",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal standard deviation Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_mean_x",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk mean X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_mean_y",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk mean Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_mean_z",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk mean Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_std_x",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk standard deviation X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_std_y",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk standard deviation Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_std_z",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk standard deviation Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_magn_mean",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration euclidean norm magnitude mean",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_magn_std",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration euclidean norm magnitude standard deviation",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_gravity_accel_magn_mean",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration euclidean norm magnitude mean",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_gravity_accel_magn_std",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), gravity acceleration euclidean norm magnitude standard deviation",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_jerk_magn_mean",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk euclidean norm magnitude mean",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_accel_jerk_magn_std",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body acceleration jerk euclidean norm magnitude standard deviation",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_magn_mean",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal euclidean norm magnitude mean",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_magn_std",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal euclidean norm magnitude standard deviation",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_magn_mean",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk euclidean norm magnitude mean",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_timeof_body_gyro_jerk_magn_std",
"description": "The mean of data grouped by student and activity for time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk euclidean norm magnitude standard deviation",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_mean_x",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_mean_y",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_mean_z",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_std_x",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration standard deviation X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_std_y",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration standard deviation Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_std_z",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration standard deviation Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_mean_freq_x",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean freq X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_mean_freq_y",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean freq Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_mean_freq_z",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration mean freq Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_x",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_y",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_z",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_jerk_std_x",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk standard deviation X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_jerk_std_y",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk standard deviation Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_jerk_std_z",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk standard deviation Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_freq_x",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean freq X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_freq_y",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean freq Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_jerk_mean_freq_z",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration jerk mean freq Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_gyro_mean_x",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_gyro_mean_y",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_gyro_mean_z",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_gyro_std_x",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal standard deviation X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_gyro_std_y",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal standard deviation Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_gyro_std_z",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal standard deviation Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_gyro_mean_freq_x",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean freq X axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_gyro_mean_freq_y",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean freq Y axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_gyro_mean_freq_z",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body gyroscope 3-axial raw signal mean freq Z axis,",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_magn_mean",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration euclidean norm magnitude mean",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_magn_std",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration euclidean norm magnitude standard deviation",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_accel_magn_mean_freq",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body acceleration euclidean norm magnitude mean freq",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_body_accel_jerk_magn_mean",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body acceleration jerk euclidean norm magnitude mean",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_body_accel_jerk_magn_std",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body acceleration jerk euclidean norm magnitude standard deviation",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_body_accel_jerk_magn_mean_freq",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body acceleration jerk euclidean norm magnitude mean freq",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_body_gyro_magn_mean",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal euclidean norm magnitude mean",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_body_gyro_magn_std",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal euclidean norm magnitude standard deviation",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_body_gyro_magn_mean_freq",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal euclidean norm magnitude mean freq",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_body_gyro_jerk_magn_mean",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal jerk euclidean norm magnitude mean",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_body_gyro_jerk_magn_std",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal jerk euclidean norm magnitude standard deviation",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_frequ_body_body_gyro_jerk_magn_mean_freq",
"description": "The mean of data grouped by student and activity for fast fourier tranform frequecy signal, body to body gyroscope 3-axial raw signal jerk euclidean norm magnitude mean freq",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_angle_timeof_body_accel_mean_gravity",
"description": "The mean of data grouped by student and activity for angle of time domains signal (50Hz const rate), body acceleration mean gravity",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_angle_timeof_body_accel_jerk_mean_gravity_mean",
"description": "The mean of data grouped by student and activity for angle of time domains signal (50Hz const rate), body acceleration jerk mean gravity mean",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_angle_timeof_body_gyro_mean_gravity_mean",
"description": "The mean of data grouped by student and activity for angle of time domains signal (50Hz const rate), body gyroscope 3-axial raw signal mean gravity mean",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_angle_timeof_body_gyro_jerk_mean_gravity_mean",
"description": "The mean of data grouped by student and activity for angle of time domains signal (50Hz const rate), body gyroscope 3-axial raw signal jerk mean gravity mean",
"@type": "propertyValue"
},
{
"name": "grouped_studentactivity_mean_of_angle_x_gravity_mean",
"description": "The mean of data grouped by student and activity for angle of X axis, gravity mean",
"@type": "propertyValue"
}
]
}`